심리상담 텍스트에 나타난 원인 표현의 ‘대상–속성’기반 의미유형 분류
A ‘Target–Aspect’ Classification of the Cause Expressions in Mental Counseling Dialogues
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This study investigates the semantic types of cause expressions in mental counseling dialogues, drawing upon the “Target–Aspect” framework from sentiment analysis research. Employing a bottom–up approach, we analyzed web–scraped posts from the online platforms “Mindcafe” and “Wellness Conversation Scripts” from AI HUB and identified 24 target types and 24 aspect types. Subsequently, we validated our proposed typology by classifying cause expressions in 300 new dialogues, achieving an accuracy of 95.1% for target types and 92.6% for aspect types.
Abstract
This study investigates the semantic types of cause expressions in mental counseling dialogues, drawing upon the “Target–Aspect” framework from sentiment analysis research. Employing a bottom–up approach, we analyzed web–scraped posts from the online platforms “Mindcafe” and “Wellness Conversation Scripts” from AI HUB and identified 24 target types and 24 aspect types. Subsequently, we validated our proposed typology by classifying cause expressions in 300 new dialogues, achieving an accuracy of 95.1% for target types and 92.6% for aspect types.
참고문헌 (27)
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